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Comparison · 2 models · Updated Nov 2, 2026

Qwen3.5 122B-A10B vs Sarvam 30B

Qwen3.5 122B-A10B comes out ahead, 63 to 31 on our weighted score, and it is the cheaper option too.

  1. Our pick

    Alibaba (Qwen)

    Qwen3.5 122B-A10B

    Released Feb 23, 2026

    63/100
    • ECI—
    • Price$0.40 / $3.20
    • Context262K
  2. Sarvam AI

    Sarvam 30B

    Released Feb 18, 2026Deprecated

    31/100
    • ECI—
    • Price—
    • Context128K
  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Qwen3.5 122B-A10B is our pick

Qwen3.5 122B-A10B is the better all-round choice, scoring 63/100 against Sarvam 30B (31). It leads on inputs & features and context window. The score weighs inputs & features 60%, context window 40%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

  • CapabilityNot enough dataNo independent benchmark covers every model here yet
  • Lowest priceQwen3.5 122B-A10BQwen3.5 122B-A10B $1.10 per 1M tokens (3:1 blend) · Sarvam 30B unpriced
  • Longest contextQwen3.5 122B-A10BQwen3.5 122B-A10B 262,144 · Sarvam 30B 128,000 tokens
  • Widest inputsQwen3.5 122B-A10BQwen3.5 122B-A10B: Text, Images, Video · Sarvam 30B: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightQwen3.5 122B-A10BSarvam 30B
Inputs & features60%8035
Context window40%3724
Overall100%63/10031/100

Left out because at least one model lacks the data: capability and price. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Qwen3.5 122B-A10B vs Sarvam 30B specifications side by side
SpecificationQwen3.5 122B-A10BAlibaba (Qwen)Sarvam 30BSarvam AI
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.40—
Output$3.20—
Cached input——
Blended (3:1)$1.10—
Long-context rateSame rate—
Price sourceOfficial Alibaba API—
Limits
Context window262,144 tokens (best)128,000 tokens
Max output65,536 tokens128,000 tokens (best)
Inputs and features
TextYesYes
ImagesYesNo
PDFsNoNo
AudioNoNo
VideoYesNo
ReasoningYesYeslow · medium · high
Tool callingYesYes
Structured outputYesNo
Availability
WeightsOpenOpen
API model IDqwen3.5-122b-a10bsarvam-30b
API providers22 (best)1
ReleasedFeb 23, 2026Feb 18, 2026
Knowledge cutoff——
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Qwen3.5 122B-A10B$10.40
  • Sarvam 30B—
04 — Questions

Which should you choose?

Which is better: Qwen3.5 122B-A10B or Sarvam 30B?

Qwen3.5 122B-A10B is the better all-round choice, scoring 63/100 against Sarvam 30B (31). It leads on inputs & features and context window. The score weighs inputs & features 60%, context window 40%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Qwen3.5 122B-A10B or Sarvam 30B?

Qwen3.5 122B-A10B is cheaper at $0.40 input / $3.20 output per million tokens (official Alibaba API price). . At a typical mix of three input tokens to one output token, that is $1.10 per million tokens for Qwen3.5 122B-A10B versus . Sarvam 30B has no published per-token price.

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Qwen3.5 122B-A10B has not been scored yet and Sarvam 30B has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Qwen3.5 122B-A10B and Sarvam 30B yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.

Which has the bigger context window?

Qwen3.5 122B-A10B has the largest context window at 262,144 tokens, against 128,000 for Sarvam 30B. Maximum output per response: Qwen3.5 122B-A10B up to 65,536, Sarvam 30B up to 128,000 tokens.

Which can read images, PDFs, audio or video?

Qwen3.5 122B-A10B accepts text, images and video; Sarvam 30B accepts text. Qwen3.5 122B-A10B handles the widest range of inputs.

Are any of these open source?

Yes, both publish their weights, so you can self-host them.

Which is newer?

Qwen3.5 122B-A10B is the newest, released Feb 23, 2026. Sarvam 30B came out Feb 18, 2026.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.